Real-Time Forecasting of the COVID-19 Outbreak in Chinese Provinces: Machine Learning Approach Using Novel Digital Data and Estimates From Mechanistic Models

202075 citationsJournal Articlegold Open Access

Authors

Dianbo Liu · Boston Children's Hospital

Leonardo Clemente · Boston Children's Hospital

Canelle Poirier · Boston Children's Hospital

Xiyu Ding · Boston Children's Hospital

Matteo Chinazzi · Northeastern University

Jessica T. Davis · Northeastern University

Alessandro Vespignani ·

Abstract

Our methodology could be easily extended to other geographies currently affected by COVID-19 to aid decision makers with monitoring and possibly prevention.

Topics & Keywords

COVID-19 epidemiological studies Data-Driven Disease Surveillance Influenza Virus Research Studies

Publication Details

Published in: Journal of Medical Internet Research

Volume 22, Issue 8, pp. e20285-e20285

DOI: 10.2196/20285

Field-Weighted Citation Impact: 1.86

Command Palette

Real-Time Forecasting of the COVID-19 Outbreak in Chinese Provinces: Machine Learning Approach Using Novel Digital Data and Estimates From Mechanistic Models

Authors

Abstract

Topics & Keywords

Publication Details